Jupyter Notebook agents

21 Lessons, Get Started Building with Generative AI

Examples and guides for using the OpenAI API

12 Lessons to Get Started Building AI Agents

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data…

🔊 Text-Prompted Generative Audio Model

Google Research

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

📚 从零开始构建大模型

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each…

A simple screen parsing tool towards pure vision based GUI agent

50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to…

Anthropic's educational courses

A guidance language for controlling large language models.

✅（已完结）超级全面的 深度学习 笔记【土堆 Pytorch】【李沐 动手学深度学习】【吴恩达 深度学习】【大飞 大模型Agent】

End-to-end, code-first tutorials for building production-grade GenAI agents. From prototype to enterprise…

Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with…

Get started with building Fullstack Agents using Gemini 2.5 and LangGraph

Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform

A multi-voice TTS system trained with an emphasis on quality

The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery 🧑‍🔬

本项目是一个面向小白开发者的大模型应用开发教程，在线阅读地址：https://datawhalechina.github.io/llm-universe/

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Sweep: AI coding assistant for JetBrains

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to…

Overview and tutorial of the LangChain Library

FinRobot: An Open-Source AI Agent Platform for Financial Analysis using LLMs 🚀 🚀 🚀

每个人都能看懂的大模型知识分享，LLMs春/秋招大模型面试前必看，让你和面试官侃侃而谈

Deploy serverless AI workflows at scale. Firebase for AI agents

A collection of examples that show how to use CrewAI framework to automate workflows.

【🔞🔞🔞 内含不适合未成年人阅读的图片】基于我擅长的编程、绘画、写作展开的 AI 探索和总结：StableDiffusion 是一种强大的图像生成模型，能够通过对一张图片进行演化来生成新的图片。ChatGPT…

Repo for the Complete Agentic AI Engineering Course

《大模型白盒子构建指南》：一个全手搓的Tiny-Universe

Neo4j graph construction from unstructured data using LLMs

Materials for the Hugging Face Diffusion Models Course

GenAI Cookbook

Learn Agentic AI using Dapr Agentic Cloud Ascent (DACA) Design Pattern and Agent-Native Cloud Technologies…

Everything you need to know to build your own RAG application

Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

TimeGPT-1: production ready pre-trained Time Series Foundation Model for forecasting and anomaly detection…

🦖 𝗟𝗲𝗮𝗿𝗻 about 𝗟𝗟𝗠𝘀, 𝗟𝗟𝗠𝗢𝗽𝘀, and 𝘃𝗲𝗰𝘁𝗼𝗿 𝗗𝗕𝘀 for free by designing, training, and deploying a real-time…

Implementation of 17+ agentic architectures designed for practical use across different stages of AI system…

A modular Agentic RAG built with LangGraph — learn Retrieval-Augmented Generation Agents in minutes.

Sutskever 30 implementations inspired by https://papercode.vercel.app/ | For Agents, use…

Automatic Generation of Visualizations and Infographics using Large Language Models

Technical resources for AI developers to build applications, agents, and systems using Oracle AI Database and…

Jupyter Notebooks to help you get hands-on with Pinecone vector databases

A Production-ready Reinforcement Learning AI Agent Library brought by the Applied Reinforcement Learning team…

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security…

Learn to build your Second Brain AI assistant with LLMs, agents, RAG, fine-tuning, LLMOps and AI systems…

Multi-agent systems, memory, planning, reasoning loops

The Open Source Memory Layer For Autonomous Agents

This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.

Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows…

动手学Ollama，CPU玩转大模型部署，在线阅读地址：https://datawhalechina.github.io/handy-ollama/

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video…

Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview…

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

This repository is deprecated and will be archived

Official repository of 'Visual-RFT: Visual Reinforcement Fine-Tuning' & 'Visual-ARFT: Visual Agentic…

Awesome resources for in-context learning and prompt engineering: Mastery of the LLMs such as ChatGPT, GPT-3…

Paper2Agent is a multi-agent AI system that automatically transforms research papers into interactive AI…

LangChain 공식 Document, Cookbook, 그 밖의 실용 예제를 바탕으로 작성한 한국어 튜토리얼입니다. 본 튜토리얼을 통해 LangChain을 더 쉽고 효과적으로 사용하는 방법을…

Run any Llama 2 locally with gradio UI on GPU or CPU from anywhere (Linux/Windows/Mac). Use `llama2-wrapper`…

A comprehensive guide to building RAG-based LLM applications for production.

MAI-UI: Real-World Centric Foundation GUI Agents ranging from 2B to 235B

Practical course about Large Language Models.

Build an email assistant with human-in-the-loop and memory

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

An experimentation and research platform to investigate the interaction of automated agents in an abstract…

Vision utilities for web interaction agents 👀

WFGY is heading toward WFGY 5.0 Polaris Protocol, a major open-source release for AI reasoning, RAG, agents…

Implementing the 4 agentic patterns from scratch

Generate images from texts. In Russian

This repository provides an advanced Retrieval-Augmented Generation (RAG) solution for complex question…

A straightforward method for training your LLM, from downloading data to generating text.

Implementation of all RL algorithms in a simpler way

This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental…

This repository contains examples for customers to get started using the Amazon Bedrock Service. This…

Build production-ready LLM applications and advanced agents using Python, LangChain, and LangGraph. This is…

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data…

Open-source tool to visualise your RAG 🔮

I leverage OpenAI and ChatGPT to do hackerish things

Stock Trading Bot using Deep Q-Learning

Codes for "Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models".

A group of notebooks and other files which can help you learn AI from scratch.

Building Apps with LLMs

Notebooks & Example Apps for Search & AI Applications with Elasticsearch

LangChain, LangGraph Open Tutorial for everyone!

A central, open resource for data and tools related to chain-of-thought reasoning in large language models…

[NeurIPS'23 Spotlight] "Mind2Web: Towards a Generalist Agent for the Web" -- the first LLM-based web agent…

Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and…

Resource, examples & tutorials for multimodal AI, RAG and agents using vector search and LLMs

Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for…

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and…

Large Language Models (LLMs) tutorials & sample scripts, ft. langchain, openai, llamaindex, gpt, chromadb &…

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph…

RAG Time: A 5-week Learning Journey to Mastering RAG

xpander.ai is the runtime and control plane to build, run, and ship reliable AI agents fast and anywhere

Learn Modern AI Assisted Python with Type Hints

LLMs in Finance - Generative AI - AI Agents

本项目围绕吴恩达老师在DeepLearning.AI出品的Agentic-ai系列课程，为学习者打造中文翻译与知识整理教程。项目提供课程内容翻译、知识点梳理和示例代码解读等内容，欢迎大家Star!

Building DeepSeek R1 from Scratch

This is a multi agent tutorial based on the CAMEL framework, aimed at understanding how to build an Agent…

AI-Video-Cropper is a Python-based tool that leverages the power of GPT-4 (OpenAI's language model) to…

Microsoft Foundry (demos, documentation, accelerators).

Sample to envision intelligent apps with Microsoft's Copilot stack for AI-infused product experiences.

🔥 This repository contains complete application examples, including websites and other projects, developed…

End-to-end RAG system design, evaluation, and optimization. 极客时间RAG训练营，RAG 10大组件全面拆解，4个实操项目吃透 RAG…

Using GPT to organize and access information, and generate questions. Long term goal is to make an agent-like…

Autonomously train research-agent LLMs on custom data using reinforcement learning and self-verification.

Build a bot that speaks like you!

A virtual lab of LLM agents for science research

Querying local documents, powered by LLM

Paving the way for open agents and AGI for all.

This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with…

Building a Simple Chatbot from Scratch in Python (using NLTK)

AI-in-a-Box leverages the expertise of Microsoft across the globe to develop and provide AI and ML solutions…

1 million FPS multi-agent driving simulator

Official implementation for "Blended Diffusion for Text-driven Editing of Natural Images" [CVPR 2022]

AI Bank Statement Document Automation By LLM model and Personal Finanical Analysis

A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly

This repository contains different LLM chatbot projects (RAG, LLM agents, etc.) and well-known techniques for…

Repository for the "Building LLMs for Production" book by Towards AI.

👩🏻‍🍳 A collection of example notebooks using Haystack

Implementing cognitive architecture and psychological memory concepts into Agentic LLM Systems

Introductory examples for building LLM-based AI agents. 异步图书：《大模型应用开发 动手做AI Agent》 …

CoexistAI is a modular, developer-friendly research assistant framework . It enables you to build, search…

Advanced Retrieval-Augmented Generation (RAG) through practical notebooks, using the power of the Langchain…

Building Agentic AI Systems, published by Packt

Implementation of all RAG techniques in a simpler way（以简单的方式实现所有 RAG 技术）

Task-based Agentic Framework using StrictJSON as the core

轻松玩转LLM兼容openai&langchain，支持文心一言、讯飞星火、腾讯混元、智谱ChatGLM等

Your new Telegram buddy powered by transformers

An example of multi-agent orchestration with llama-index

This repository contains advanced LLM-based chatbots for Q&A using LLM agents, and Retrieval Augmented…

It is a medical chatbot that will provide quick answers to FAQs by setting up rule-based keyword chatbots.

Azure AI Search + Azure OpenAI Accelerator to build Agents

A collection of notebooks, cookbooks, and recipes showcasing fun and effective ways to use CrewAI's agentic…

Agent memory for LLMs: 30 runnable Jupyter notebooks covering conversation buffers, vector stores, knowledge…

Official Repo for Fine-Tuning Large Vision-Language Models as Decision-Making Agents via Reinforcement…

Projects from basic algorithms to MARL. Implements MADDPG,MATD3,MA/HAPPO in Predator-Prey pursuit games with…

Giving LLMs like GPT-4 the ability to plan and execute terminal commands

pykoi: Active learning in one unified interface

Open Source LLM toolkit to build trustworthy LLM applications. TigerArmor (AI safety), TigerRAG (embedding…

LangGraph 1.0 Tutorial

100 天搞定 Agent 开发

Low latency JSON generation using LLMs ⚡️

The Official Repo for "Quick Start Guide to Large Language Models"

Workflow for AI Agents enables automated conversion of CAD files (such as `.rvt`, `.ifc`, `.dwg`) using…

How to use OpenAIs Whisper to transcribe and diarize audio files

ERNIE Bot Agent is a Large Language Model (LLM) Agent Framework, powered by the advanced capabilities of…

[EMNLP2025] "GraphAgent: Agentic Graph Language Assistant"

Repo for AI Agents The Definitive Guide

GitHub Sentinel 是专为大模型（LLMs）时代打造的智能信息检索和高价值内容挖掘 AI Agent。它面向那些需要高频次、大量信息获取的用户，特别是开源爱好者、个人开发者和投资人等。GitHub…

Jupyter Notebooks for Mastering LLM with Advanced RAG Course

A collection of agents that use Large Language Models (LLMs) to perform tasks common on our day to day jobs…

A curated list of awesome resources for quantitative investment and trading strategies focusing on artificial…

Repo for my course on Generative AI and Agentic AI in Production

A unified framework to solve and analyze heterogeneous-agent macro models.

Building a Multi-Agent AI System with LangGraph and LangSmith

Code for the paper "FinRL-DeepSeek: LLM-Infused Risk-Sensitive Reinforcement Learning for Trading Agents"…

中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传模型，可直接运行。

Learn how to crawl your website and build a Q/A bot with the OpenAI API

Chatbot system for Final Year Project. Chatbot made in Python using Natural Language Toolkit especially…

An examples code to make langchain agents without openai API key (Google Gemini), Completely free unlimited…

9 Different Ways to Optimize AI Agent Memories

Discord AI Chatbot using DialoGPT, trained on the game transcript of The World Ends With You

Getting the latest versions of Disco Diffusion to work locally, instead of colab. Including how I run this on…

Modern AI Agents

Reference implementation of a RAG-based documentation helper using LangChain, Pinecone, and Tavily..

📚 从零开始的向量数据库原理与实践教程，在线阅读地址：https://easy-vecdb.datawhale.cc/

Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)

A framework for event based autonomous multi-agent systems.

Fact-checking LLM outputs with self-ask

吴恩达《ChatGPT Prompt Engineering for Developers》课程中英版

Converting Unstructured Data to a Knowledge Graph: An End-to-End Pipeline

AI ChatBot using Python Tensorflow and Natural Language Processing (NLP) along side TFLearn

Build, evaluate and observe LLM apps

Pytorch implementation of CVPR2020 paper “VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized…

Implementation of "Generative Agents: Interactive Simulacra of Human Behavior" paper with Guidance and…

Agent Framework Samples - showcasing ways in which agent framework can be utilized.

ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external…

A set of lessons aimed at anyone learning LLM and generative AI concepts, with sections on operations and…

An introduction to the world of AI Agents

A repo built for the purpose of benchmarking the performance of agents, regardless of how they are set up and…

Benchmarking library for RAG

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

AI-WEBUI: A universal web interface for AI creation, 一款好用的图像、音频、视频AI处理工具

A collection of Kotlin-based examples featuring AI frameworks such as Spring AI, LangChain4j, and more …

A free open source RAG based AI legal assistant.

Finetuning of Falcon-7B LLM using QLoRA on Mental Health Conversational Dataset

🔥🔔prompt-engineering-note🔔🔥